MambaForGCN: Enhancing Long-Range Dependency with State Space Model and Kolmogorov-Arnold Networks for Aspect-Based Sentiment Analysis.
Adamu LawanJuhua PuYunusa HarunaAliyu UmarMuhammad LawanPublished in: CoRR (2024)
Keyphrases
- long range
- sentiment analysis
- state space model
- short range
- sentiment lexicon
- opinion mining
- state estimation
- sentiment classification
- sentiment words
- text classification
- long range correlations
- text mining
- sentence level
- natural language processing
- conditional random fields
- autoregressive
- kalman filter
- kalman filtering
- product reviews
- data mining
- network structure
- product features
- complex systems
- machine learning
- knowledge discovery
- learning algorithm